Experte für Ableitungen mit Graph-RAG-Wissensontologie
Dies ist ein Engineering, AI RAG-Bereich Automatisierungsworkflow mit 8 Nodes. Hauptsächlich werden Agent, HttpRequestTool, ChatTrigger, LmChatOpenAi, MemoryBufferWindow und andere Nodes verwendet. Benutzerdefinierte Schlussfolgerungsmodelle für KI-Agenten mit GraphRAG und Wissensontologie erstellen
- •Möglicherweise sind Ziel-API-Anmeldedaten erforderlich
- •OpenAI API Key
Verwendete Nodes (8)
Kategorie
{
"id": "a31fIa8ZmGBq07CK",
"meta": {
"instanceId": "2a26454b0172ffcb8d70ba77c235b1209f92cd71bf06c79ba609c7173b416d68",
"templateCredsSetupCompleted": true
},
"name": "Reasoning Expert with Graph RAG Knowledge Ontology",
"tags": [],
"nodes": [
{
"id": "aa3aae5b-5652-4bd8-a1bf-986eb9765ab3",
"name": "Bei Empfang einer Chat-Nachricht",
"type": "@n8n/n8n-nodes-langchain.chatTrigger",
"position": [
-480,
-220
],
"webhookId": "2dfe79eb-bbb0-49ed-83c9-cb3e2a49602f",
"parameters": {
"options": {}
},
"typeVersion": 1.1
},
{
"id": "7c700795-faff-412e-aecb-4624439c1246",
"name": "OpenAI-Chat-Modell",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
-360,
200
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4o-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"id": "07wFa8Wa4mMRCHAj",
"name": "OpenAi account 2"
}
},
"typeVersion": 1.2
},
{
"id": "4a09a841-6743-4d8f-8cbc-33b64b2d21bb",
"name": "Einfacher Speicher",
"type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
"position": [
-160,
200
],
"parameters": {},
"typeVersion": 1.3
},
{
"id": "c388dd69-24a6-422b-a08c-4a2046a75997",
"name": "Interaktionsdynamik-Experte",
"type": "n8n-nodes-base.httpRequestTool",
"position": [
200,
200
],
"parameters": {
"url": "https://infranodus.com/api/v1/graphAndAdvice?doNotSave=true&addStats=true&optimize=develop&includeStatements=true&includeGraphSummary=true&includeGraph=false",
"method": "POST",
"options": {},
"sendBody": true,
"authentication": "genericCredentialType",
"bodyParameters": {
"parameters": [
{
"name": "name",
"value": "eightos_system"
},
{
"name": "requestMode",
"value": "response"
},
{
"name": "prompt",
"value": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('parameters2_Value', `User query to send to the expert`, 'string') }}"
},
{
"name": "aiTopics",
"value": "true"
}
]
},
"genericAuthType": "httpBearerAuth",
"toolDescription": "You are an expert in interaction dynamics who provides advice on the best way to interact with people and situations. You receive information about the dynamics of an interaction and then provide advice for what to do next based on these dynamics.\n\n<MainConcepts>: \n[[escalation]], [[adaptive_strategy]], [[metastability]], [[polysingularity]]\n</MainConcepts>\n\n\n<MainTopics>: \n1. Tension Dynamics: [[escalation]] [[engagement]] [[tension_release]] \n2. Synergistic Growth: [[synergy]] [[assimilation]] [[common_good]] \n3. Ethical Narratives: [[∞os_private_ethics]] [[narrative_activation_formula]] [[environment]] \n4. Chaotic Stability: [[metastability]] [[chaotic_itinerancy]] [[dynamic_stability]] \n5. Adaptive Fluidity: [[adaptive_strategy]] [[fluidity]] [[environmental_input]] \n6. Diverse Governance: [[polysingularity]] [[hedging_preset]] [[holocracy]] \n</MainTopics>\n\n<TopicalGap>: \n4. Chaotic Stability: [[metastability]] [[chaotic_itinerancy]] \n6. Diverse Governance: [[polysingularity]] [[hedging_preset]] \n</TopicalGap>\n\n<ConceptualGateways> \n[[common_good]] [[chaotic_itinerancy]] [[hedging_preset]] [[environmental_input]] [[synergy]] [[narrative_activation_formula]] [[∞os_private_ethics]] [[environment]] [[fluidity]] [[holocracy]] [[assimilation]] [[panarchy]] [[discipline_preset]] \n</ConceptualGateways>\n\n\n<Relations>: \n1) [[dissipation]] [[tension_release]]\n2) [[dissipation]] [[a_r_d_method]]\n3) [[common_good]] [[synergy]]\n4) [[oscillatory_progress]] [[pendulation]]\n5) [[assimilation]] [[energy_absorption]]\n6) [[feedback_escalation]] [[feedback_loop]]\n7) [[metastability]] [[chaotic_itinerancy]]\n8) [[polysingularity]] [[diversity]]\n9) [[oscillatory_pattern]] [[synchronization]]\n10) [[fluidity]] [[adaptive_strategy]]\n11) [[tension_increase]] [[tension_release]]\n12) [[escalation]] [[adaptive_strategy]]\n</Relations>\n\nSentiment (wink):\npositive: 15%, negative: 18%, neutral: 68%\n\n"
},
"credentials": {
"httpBearerAuth": {
"id": "zVdEF7tjCSMRkhDJ",
"name": "InfraNodus Experts Account"
}
},
"typeVersion": 4.2
},
{
"id": "1bf99f65-00fb-49f3-b576-b21acc14e2ae",
"name": "Reasoning-Agent",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
-200,
-60
],
"parameters": {
"options": {
"systemMessage": "You are a reasoning agent. You have access to a dynamic interaction expert that provides you advice on how to continue your interaction. When you send a request to this expert, you need to give it an interpretation of the previous interaction and its dynamics (your interpretation of the conversation) using the language and concepts that the reasoning agent will understand. \n\nUse the response from the expert as an instruction to improve your response to the user's query. Give the utmost importance to the expert's advice to improve your standard response to the client's original query."
}
},
"typeVersion": 1.9
},
{
"id": "61106e92-7c6a-4e93-8afb-180f00123f2e",
"name": "Notizzettel",
"type": "n8n-nodes-base.stickyNote",
"position": [
-220,
-240
],
"parameters": {
"width": 380,
"height": 320,
"content": "## 1. Reasoning Agent \n\nHere you add a system prompt that tell the agent to augment the original prompt using its knowledge about the reasoning ontology. "
},
"typeVersion": 1
},
{
"id": "7b409287-758d-46e8-b828-69776ce5f56d",
"name": "Notizzettel1",
"type": "n8n-nodes-base.stickyNote",
"position": [
60,
120
],
"parameters": {
"width": 340,
"height": 560,
"content": "\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n## 2. Reasoning Ontology\n\nHere you add an [InfraNodus](https://infranodus.com) knowledge graph that will contain the reasoning ontology you want to use. \n\n1. Specify it in the `name` field\n\n2. Add a description and topical summary (generated in `Project Notes` > `prompt augmentation for RAG` on the graph's page)"
},
"typeVersion": 1
},
{
"id": "06e7c099-dd74-4f46-bb3b-b7639c3fc3ea",
"name": "Notizzettel2",
"type": "n8n-nodes-base.stickyNote",
"position": [
400,
120
],
"parameters": {
"width": 420,
"height": 560,
"content": "\n\n\n\n\n\n\n\n\n\n### Knowledge Graph: Reasoning Ontology\n\nYou can auto-generate the reasoning ontology using the [https://infranodus.com/import/ai-ontologies](https://infranodus.com/import/ai-ontologies) interface and / or edit it manually using the [[wiki links]] for nodes and [tags] for relationship types. \n\n[](https://support.noduslabs.com/hc/en-us/articles/21429518472988-Using-Knowledge-Graphs-as-Reasoning-Experts)\n\n**[Learn more on the InfraNodus support portal](https://support.noduslabs.com/hc/en-us/articles/21429518472988-Using-Knowledge-Graphs-as-Reasoning-Experts)**\n"
},
"typeVersion": 1
}
],
"active": false,
"pinData": {},
"settings": {
"executionOrder": "v1"
},
"versionId": "02353b90-13a1-4624-bc39-391a0dd4a1b0",
"connections": {
"4a09a841-6743-4d8f-8cbc-33b64b2d21bb": {
"ai_memory": [
[
{
"node": "1bf99f65-00fb-49f3-b576-b21acc14e2ae",
"type": "ai_memory",
"index": 0
}
]
]
},
"1bf99f65-00fb-49f3-b576-b21acc14e2ae": {
"main": [
[]
]
},
"OpenAI Chat Model": {
"ai_languageModel": [
[
{
"node": "1bf99f65-00fb-49f3-b576-b21acc14e2ae",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"aa3aae5b-5652-4bd8-a1bf-986eb9765ab3": {
"main": [
[
{
"node": "1bf99f65-00fb-49f3-b576-b21acc14e2ae",
"type": "main",
"index": 0
}
]
]
},
"c388dd69-24a6-422b-a08c-4a2046a75997": {
"ai_tool": [
[
{
"node": "1bf99f65-00fb-49f3-b576-b21acc14e2ae",
"type": "ai_tool",
"index": 0
}
]
]
}
}
}Wie verwende ich diesen Workflow?
Kopieren Sie den obigen JSON-Code, erstellen Sie einen neuen Workflow in Ihrer n8n-Instanz und wählen Sie "Aus JSON importieren". Fügen Sie die Konfiguration ein und passen Sie die Anmeldedaten nach Bedarf an.
Für welche Szenarien ist dieser Workflow geeignet?
Fortgeschritten - Engineering, KI RAG
Ist es kostenpflichtig?
Dieser Workflow ist völlig kostenlos. Beachten Sie jedoch, dass Drittanbieterdienste (wie OpenAI API), die im Workflow verwendet werden, möglicherweise kostenpflichtig sind.
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InfraNodus
@infranodusI'm Dmitry, the founder of InfraNodus — an AI text network analysis tool. I'm passionate about networks and data visualization and its ability to reveal what everyone else is missing and to highlight different perspectives. I'm sharing the n8n templates that make use of this unique capability of InfraNodus for multiple scenarios.
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